Grid-Based Platform for Mining Association Rules

Abstract:

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distributed data mining is widely used in industrial and commercial applications to analyze large datasets maintained over geographically distributed sites. This paper discusses the disadvantages of existing distributed data mining systems, and puts forward a distributed data mining platform based grid computing. The experiments done on a data set showed that the proposed approach produces meaningful results and has reasonable efficiency and effectiveness providing a trade-off between runtime and rule interestingness.

Info:

Periodical:

Edited by:

Shengyi Li, Yingchun Liu, Rongbo Zhu, Hongguang Li, Wensi Ding

Pages:

1961-1965

DOI:

10.4028/www.scientific.net/AMM.34-35.1961

Citation:

Y. Q. Chang et al., "Grid-Based Platform for Mining Association Rules", Applied Mechanics and Materials, Vols. 34-35, pp. 1961-1965, 2010

Online since:

October 2010

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Price:

$35.00

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